Overview
Brought to you by YData
Dataset statistics
| Number of variables | 12 |
|---|---|
| Number of observations | 13200 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 4.0 MiB |
| Average record size in memory | 319.4 B |
Variable types
| Numeric | 8 |
|---|---|
| Categorical | 4 |
Atmospheric Pressure is highly overall correlated with Temperature | High correlation |
Humidity is highly overall correlated with Precipitation (%) and 1 other fields | High correlation |
Precipitation (%) is highly overall correlated with Humidity and 2 other fields | High correlation |
Temperature is highly overall correlated with Atmospheric Pressure and 1 other fields | High correlation |
UV Index is highly overall correlated with Weather Type | High correlation |
Visibility (km) is highly overall correlated with Humidity and 1 other fields | High correlation |
Weather Type is highly overall correlated with Precipitation (%) and 2 other fields | High correlation |
CaseId is uniformly distributed | Uniform |
Weather Type is uniformly distributed | Uniform |
CaseId has unique values | Unique |
Temperature has 206 (1.6%) zeros | Zeros |
Wind Speed has 170 (1.3%) zeros | Zeros |
UV Index has 2097 (15.9%) zeros | Zeros |
Reproduction
| Analysis started | 2025-03-30 21:37:39.173249 |
|---|---|
| Analysis finished | 2025-03-30 21:37:51.494092 |
| Duration | 12.32 seconds |
| Software version | ydata-profiling vv4.14.0 |
| Download configuration | config.json |
Variables
CaseId
Real number (ℝ)
Uniform  Unique 
| Distinct | 13200 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6600.5 |
| Minimum | 1 |
|---|---|
| Maximum | 13200 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 103.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 660.95 |
| Q1 | 3300.75 |
| median | 6600.5 |
| Q3 | 9900.25 |
| 95-th percentile | 12540.05 |
| Maximum | 13200 |
| Range | 13199 |
| Interquartile range (IQR) | 6599.5 |
Descriptive statistics
| Standard deviation | 3810.6561 |
|---|---|
| Coefficient of variation (CV) | 0.5773284 |
| Kurtosis | -1.2 |
| Mean | 6600.5 |
| Median Absolute Deviation (MAD) | 3300 |
| Skewness | 0 |
| Sum | 87126600 |
| Variance | 14521100 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 8805 | 1 | < 0.1% |
| 8795 | 1 | < 0.1% |
| 8796 | 1 | < 0.1% |
| 8797 | 1 | < 0.1% |
| 8798 | 1 | < 0.1% |
| 8799 | 1 | < 0.1% |
| 8800 | 1 | < 0.1% |
| 8801 | 1 | < 0.1% |
| 8802 | 1 | < 0.1% |
| Other values (13190) | 13190 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 13200 | 1 | |
| 13199 | 1 | |
| 13198 | 1 | |
| 13197 | 1 | |
| 13196 | 1 | |
| 13195 | 1 | |
| 13194 | 1 | |
| 13193 | 1 | |
| 13192 | 1 | |
| 13191 | 1 |
Temperature
Real number (ℝ)
High correlation  Zeros 
| Distinct | 126 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.127576 |
| Minimum | -25 |
|---|---|
| Maximum | 109 |
| Zeros | 206 |
| Zeros (%) | 1.6% |
| Negative | 2337 |
| Negative (%) | 17.7% |
| Memory size | 103.2 KiB |
Quantile statistics
| Minimum | -25 |
|---|---|
| 5-th percentile | -9 |
| Q1 | 4 |
| median | 21 |
| Q3 | 31 |
| 95-th percentile | 44 |
| Maximum | 109 |
| Range | 134 |
| Interquartile range (IQR) | 27 |
Descriptive statistics
| Standard deviation | 17.386327 |
|---|---|
| Coefficient of variation (CV) | 0.90896655 |
| Kurtosis | 0.58605063 |
| Mean | 19.127576 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.22174145 |
| Sum | 252484 |
| Variance | 302.28435 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 32 | 391 | 3.0% |
| 24 | 375 | 2.8% |
| 26 | 372 | 2.8% |
| 30 | 370 | 2.8% |
| 22 | 365 | 2.8% |
| 28 | 357 | 2.7% |
| 27 | 355 | 2.7% |
| 34 | 354 | 2.7% |
| 31 | 347 | 2.6% |
| 23 | 341 | 2.6% |
| Other values (116) | 9573 |
| Value | Count | Frequency (%) |
| -25 | 1 | < 0.1% |
| -24 | 4 | < 0.1% |
| -23 | 2 | < 0.1% |
| -22 | 5 | < 0.1% |
| -21 | 4 | < 0.1% |
| -20 | 21 | |
| -19 | 22 | |
| -18 | 20 | |
| -17 | 34 | |
| -16 | 27 |
| Value | Count | Frequency (%) |
| 109 | 1 | < 0.1% |
| 108 | 1 | < 0.1% |
| 107 | 2 | |
| 102 | 1 | < 0.1% |
| 100 | 1 | < 0.1% |
| 99 | 2 | |
| 98 | 1 | < 0.1% |
| 97 | 3 | |
| 95 | 1 | < 0.1% |
| 94 | 2 |
Humidity
Real number (ℝ)
High correlation 
| Distinct | 90 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 68.710833 |
| Minimum | 20 |
|---|---|
| Maximum | 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 103.2 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 29 |
| Q1 | 57 |
| median | 70 |
| Q3 | 84 |
| 95-th percentile | 98 |
| Maximum | 109 |
| Range | 89 |
| Interquartile range (IQR) | 27 |
Descriptive statistics
| Standard deviation | 20.194248 |
|---|---|
| Coefficient of variation (CV) | 0.29390195 |
| Kurtosis | -0.33836557 |
| Mean | 68.710833 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | -0.40161427 |
| Sum | 906983 |
| Variance | 407.80766 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 76 | 313 | 2.4% |
| 60 | 309 | 2.3% |
| 67 | 295 | 2.2% |
| 63 | 291 | 2.2% |
| 70 | 288 | 2.2% |
| 69 | 284 | 2.2% |
| 73 | 282 | 2.1% |
| 68 | 282 | 2.1% |
| 65 | 277 | 2.1% |
| 78 | 276 | 2.1% |
| Other values (80) | 10303 |
| Value | Count | Frequency (%) |
| 20 | 69 | |
| 21 | 65 | |
| 22 | 70 | |
| 23 | 71 | |
| 24 | 92 | |
| 25 | 67 | |
| 26 | 67 | |
| 27 | 59 | |
| 28 | 55 | |
| 29 | 63 |
| Value | Count | Frequency (%) |
| 109 | 42 | |
| 108 | 52 | |
| 107 | 46 | |
| 106 | 57 | |
| 105 | 50 | |
| 104 | 50 | |
| 103 | 41 | |
| 102 | 42 | |
| 101 | 36 | |
| 100 | 46 |
Wind Speed
Real number (ℝ)
Zeros 
| Distinct | 97 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.832197 |
| Minimum | 0 |
|---|---|
| Maximum | 48.5 |
| Zeros | 170 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 103.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 9 |
| Q3 | 13.5 |
| 95-th percentile | 20.5 |
| Maximum | 48.5 |
| Range | 48.5 |
| Interquartile range (IQR) | 8.5 |
Descriptive statistics
| Standard deviation | 6.9087041 |
|---|---|
| Coefficient of variation (CV) | 0.70266128 |
| Kurtosis | 3.2551937 |
| Mean | 9.832197 |
| Median Absolute Deviation (MAD) | 4.5 |
| Skewness | 1.3602626 |
| Sum | 129785 |
| Variance | 47.730193 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 470 | 3.6% |
| 9.5 | 463 | 3.5% |
| 9 | 456 | 3.5% |
| 6.5 | 454 | 3.4% |
| 6 | 436 | 3.3% |
| 8.5 | 422 | 3.2% |
| 7.5 | 421 | 3.2% |
| 7 | 417 | 3.2% |
| 5.5 | 413 | 3.1% |
| 5 | 399 | 3.0% |
| Other values (87) | 8849 |
| Value | Count | Frequency (%) |
| 0 | 170 | |
| 0.5 | 324 | |
| 1 | 319 | |
| 1.5 | 337 | |
| 2 | 326 | |
| 2.5 | 366 | |
| 3 | 347 | |
| 3.5 | 334 | |
| 4 | 316 | |
| 4.5 | 318 |
| Value | Count | Frequency (%) |
| 48.5 | 1 | < 0.1% |
| 47.5 | 1 | < 0.1% |
| 47 | 3 | |
| 46.5 | 3 | |
| 46 | 1 | < 0.1% |
| 45.5 | 1 | < 0.1% |
| 45 | 4 | |
| 44.5 | 3 | |
| 44 | 4 | |
| 43.5 | 4 |
Precipitation (%)
Real number (ℝ)
High correlation 
| Distinct | 110 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.644394 |
| Minimum | 0 |
|---|---|
| Maximum | 109 |
| Zeros | 120 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 103.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 19 |
| median | 58 |
| Q3 | 82 |
| 95-th percentile | 98 |
| Maximum | 109 |
| Range | 109 |
| Interquartile range (IQR) | 63 |
Descriptive statistics
| Standard deviation | 31.946541 |
|---|---|
| Coefficient of variation (CV) | 0.59552431 |
| Kurtosis | -1.3540386 |
| Mean | 53.644394 |
| Median Absolute Deviation (MAD) | 29 |
| Skewness | -0.15245707 |
| Sum | 708106 |
| Variance | 1020.5815 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 19 | 222 | 1.7% |
| 14 | 213 | 1.6% |
| 16 | 211 | 1.6% |
| 18 | 206 | 1.6% |
| 17 | 203 | 1.5% |
| 13 | 202 | 1.5% |
| 15 | 200 | 1.5% |
| 11 | 196 | 1.5% |
| 12 | 187 | 1.4% |
| 92 | 185 | 1.4% |
| Other values (100) | 11175 |
| Value | Count | Frequency (%) |
| 0 | 120 | |
| 1 | 127 | |
| 2 | 109 | |
| 3 | 139 | |
| 4 | 120 | |
| 5 | 161 | |
| 6 | 133 | |
| 7 | 115 | |
| 8 | 125 | |
| 9 | 134 |
| Value | Count | Frequency (%) |
| 109 | 49 | |
| 108 | 47 | |
| 107 | 42 | |
| 106 | 38 | |
| 105 | 37 | |
| 104 | 41 | |
| 103 | 46 | |
| 102 | 38 | |
| 101 | 54 | |
| 100 | 39 |
Cloud Cover
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 853.2 KiB |
| overcast | |
|---|---|
| partly cloudy | |
| clear | |
| cloudy | 411 |
Length
| Max length | 13 |
|---|---|
| Median length | 8 |
| Mean length | 9.1788636 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | partly cloudy |
|---|---|
| 2nd row | partly cloudy |
| 3rd row | clear |
| 4th row | clear |
| 5th row | overcast |
Common Values
| Value | Count | Frequency (%) |
| overcast | 6090 | |
| partly cloudy | 4560 | |
| clear | 2139 | 16.2% |
| cloudy | 411 | 3.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| overcast | 6090 | |
| cloudy | 4971 | |
| partly | 4560 | |
| clear | 2139 | 12.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| c | 13200 | |
| r | 12789 | |
| a | 12789 | |
| l | 11670 | |
| o | 11061 | |
| t | 10650 | |
| y | 9531 | |
| e | 8229 | |
| v | 6090 | 5.0% |
| s | 6090 | 5.0% |
| Other values (4) | 19062 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 121161 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| c | 13200 | |
| r | 12789 | |
| a | 12789 | |
| l | 11670 | |
| o | 11061 | |
| t | 10650 | |
| y | 9531 | |
| e | 8229 | |
| v | 6090 | 5.0% |
| s | 6090 | 5.0% |
| Other values (4) | 19062 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 121161 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| c | 13200 | |
| r | 12789 | |
| a | 12789 | |
| l | 11670 | |
| o | 11061 | |
| t | 10650 | |
| y | 9531 | |
| e | 8229 | |
| v | 6090 | 5.0% |
| s | 6090 | 5.0% |
| Other values (4) | 19062 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 121161 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| c | 13200 | |
| r | 12789 | |
| a | 12789 | |
| l | 11670 | |
| o | 11061 | |
| t | 10650 | |
| y | 9531 | |
| e | 8229 | |
| v | 6090 | 5.0% |
| s | 6090 | 5.0% |
| Other values (4) | 19062 |
Atmospheric Pressure
Real number (ℝ)
High correlation 
| Distinct | 5456 |
|---|---|
| Distinct (%) | 41.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1005.8279 |
| Minimum | 800.12 |
|---|---|
| Maximum | 1199.21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 103.2 KiB |
Quantile statistics
| Minimum | 800.12 |
|---|---|
| 5-th percentile | 980.84 |
| Q1 | 994.8 |
| median | 1007.65 |
| Q3 | 1016.7725 |
| 95-th percentile | 1029.04 |
| Maximum | 1199.21 |
| Range | 399.09 |
| Interquartile range (IQR) | 21.9725 |
Descriptive statistics
| Standard deviation | 37.199589 |
|---|---|
| Coefficient of variation (CV) | 0.036984049 |
| Kurtosis | 12.778071 |
| Mean | 1005.8279 |
| Median Absolute Deviation (MAD) | 10.62 |
| Skewness | -0.29389861 |
| Sum | 13276928 |
| Variance | 1383.8094 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1017.97 | 11 | 0.1% |
| 1017.92 | 11 | 0.1% |
| 1015.11 | 11 | 0.1% |
| 1016.31 | 11 | 0.1% |
| 1019.47 | 11 | 0.1% |
| 1013.57 | 11 | 0.1% |
| 1019.88 | 10 | 0.1% |
| 1013.68 | 10 | 0.1% |
| 1018.91 | 10 | 0.1% |
| 992.52 | 10 | 0.1% |
| Other values (5446) | 13094 |
| Value | Count | Frequency (%) |
| 800.12 | 1 | |
| 800.23 | 1 | |
| 800.82 | 1 | |
| 800.83 | 1 | |
| 801.25 | 1 | |
| 802.47 | 1 | |
| 803.02 | 1 | |
| 803.08 | 1 | |
| 803.29 | 1 | |
| 803.48 | 1 |
| Value | Count | Frequency (%) |
| 1199.21 | 1 | |
| 1198.97 | 1 | |
| 1198.85 | 1 | |
| 1198.41 | 1 | |
| 1197.92 | 1 | |
| 1197.2 | 1 | |
| 1197.04 | 1 | |
| 1196.03 | 1 | |
| 1196 | 1 | |
| 1195.34 | 1 |
UV Index
Real number (ℝ)
High correlation  Zeros 
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.0057576 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 2097 |
| Zeros (%) | 15.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 103.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 7 |
| 95-th percentile | 11 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.8566004 |
|---|---|
| Coefficient of variation (CV) | 0.96276429 |
| Kurtosis | -0.36216602 |
| Mean | 4.0057576 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.90001018 |
| Sum | 52876 |
| Variance | 14.873366 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2837 | |
| 0 | 2097 | |
| 2 | 1465 | |
| 3 | 1432 | |
| 4 | 831 | 6.3% |
| 5 | 591 | 4.5% |
| 11 | 582 | 4.4% |
| 10 | 577 | 4.4% |
| 9 | 572 | 4.3% |
| 7 | 543 | 4.1% |
| Other values (5) | 1673 |
| Value | Count | Frequency (%) |
| 0 | 2097 | |
| 1 | 2837 | |
| 2 | 1465 | |
| 3 | 1432 | |
| 4 | 831 | 6.3% |
| 5 | 591 | 4.5% |
| 6 | 524 | 4.0% |
| 7 | 543 | 4.1% |
| 8 | 532 | 4.0% |
| 9 | 572 | 4.3% |
| Value | Count | Frequency (%) |
| 14 | 210 | 1.6% |
| 13 | 189 | 1.4% |
| 12 | 218 | 1.7% |
| 11 | 582 | |
| 10 | 577 | |
| 9 | 572 | |
| 8 | 532 | |
| 7 | 543 | |
| 6 | 524 | |
| 5 | 591 |
Season
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 812.2 KiB |
| Winter | |
|---|---|
| Spring | |
| Autumn | |
| Summer |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Winter |
|---|---|
| 2nd row | Spring |
| 3rd row | Spring |
| 4th row | Spring |
| 5th row | Winter |
Common Values
| Value | Count | Frequency (%) |
| Winter | 5610 | |
| Spring | 2598 | |
| Autumn | 2500 | |
| Summer | 2492 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| winter | 5610 | |
| spring | 2598 | |
| autumn | 2500 | |
| summer | 2492 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 10708 | |
| r | 10700 | |
| i | 8208 | |
| t | 8110 | |
| e | 8102 | |
| u | 7492 | |
| m | 7484 | |
| W | 5610 | |
| S | 5090 | |
| p | 2598 | 3.3% |
| Other values (2) | 5098 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 79200 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 10708 | |
| r | 10700 | |
| i | 8208 | |
| t | 8110 | |
| e | 8102 | |
| u | 7492 | |
| m | 7484 | |
| W | 5610 | |
| S | 5090 | |
| p | 2598 | 3.3% |
| Other values (2) | 5098 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 79200 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 10708 | |
| r | 10700 | |
| i | 8208 | |
| t | 8110 | |
| e | 8102 | |
| u | 7492 | |
| m | 7484 | |
| W | 5610 | |
| S | 5090 | |
| p | 2598 | 3.3% |
| Other values (2) | 5098 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 79200 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 10708 | |
| r | 10700 | |
| i | 8208 | |
| t | 8110 | |
| e | 8102 | |
| u | 7492 | |
| m | 7484 | |
| W | 5610 | |
| S | 5090 | |
| p | 2598 | 3.3% |
| Other values (2) | 5098 |
Visibility (km)
Real number (ℝ)
High correlation 
| Distinct | 41 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.4629167 |
| Minimum | 0 |
|---|---|
| Maximum | 20 |
| Zeros | 25 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 103.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 7.5 |
| 95-th percentile | 10.5 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 4.5 |
Descriptive statistics
| Standard deviation | 3.3714989 |
|---|---|
| Coefficient of variation (CV) | 0.61716096 |
| Kurtosis | 2.5172751 |
| Mean | 5.4629167 |
| Median Absolute Deviation (MAD) | 2.5 |
| Skewness | 1.2332752 |
| Sum | 72110.5 |
| Variance | 11.367005 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.5 | 829 | 6.3% |
| 2 | 805 | 6.1% |
| 3 | 803 | 6.1% |
| 4 | 784 | 5.9% |
| 2.5 | 783 | 5.9% |
| 3.5 | 778 | 5.9% |
| 4.5 | 761 | 5.8% |
| 5 | 720 | 5.5% |
| 5.5 | 714 | 5.4% |
| 8 | 686 | 5.2% |
| Other values (31) | 5537 |
| Value | Count | Frequency (%) |
| 0 | 25 | 0.2% |
| 0.5 | 143 | 1.1% |
| 1 | 504 | |
| 1.5 | 829 | |
| 2 | 805 | |
| 2.5 | 783 | |
| 3 | 803 | |
| 3.5 | 778 | |
| 4 | 784 | |
| 4.5 | 761 |
| Value | Count | Frequency (%) |
| 20 | 10 | 0.1% |
| 19.5 | 34 | |
| 19 | 37 | |
| 18.5 | 25 | |
| 18 | 32 | |
| 17.5 | 32 | |
| 17 | 31 | |
| 16.5 | 44 | |
| 16 | 37 | |
| 15.5 | 31 |
Location
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 825.1 KiB |
| inland | |
|---|---|
| mountain | |
| coastal |
Length
| Max length | 8 |
|---|---|
| Median length | 7 |
| Mean length | 6.9997727 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | inland |
|---|---|
| 2nd row | inland |
| 3rd row | mountain |
| 4th row | coastal |
| 5th row | mountain |
Common Values
| Value | Count | Frequency (%) |
| inland | 4816 | |
| mountain | 4813 | |
| coastal | 3571 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| inland | 4816 | |
| mountain | 4813 | |
| coastal | 3571 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 19258 | |
| a | 16771 | |
| i | 9629 | |
| l | 8387 | |
| o | 8384 | |
| t | 8384 | |
| d | 4816 | 5.2% |
| m | 4813 | 5.2% |
| u | 4813 | 5.2% |
| c | 3571 | 3.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 92397 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 19258 | |
| a | 16771 | |
| i | 9629 | |
| l | 8387 | |
| o | 8384 | |
| t | 8384 | |
| d | 4816 | 5.2% |
| m | 4813 | 5.2% |
| u | 4813 | 5.2% |
| c | 3571 | 3.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 92397 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 19258 | |
| a | 16771 | |
| i | 9629 | |
| l | 8387 | |
| o | 8384 | |
| t | 8384 | |
| d | 4816 | 5.2% |
| m | 4813 | 5.2% |
| u | 4813 | 5.2% |
| c | 3571 | 3.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 92397 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 19258 | |
| a | 16771 | |
| i | 9629 | |
| l | 8387 | |
| o | 8384 | |
| t | 8384 | |
| d | 4816 | 5.2% |
| m | 4813 | 5.2% |
| u | 4813 | 5.2% |
| c | 3571 | 3.9% |
Weather Type
Categorical
High correlation  Uniform 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 802.6 KiB |
| Rainy | |
|---|---|
| Cloudy | |
| Sunny | |
| Snowy |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 5.25 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Rainy |
|---|---|
| 2nd row | Cloudy |
| 3rd row | Sunny |
| 4th row | Sunny |
| 5th row | Rainy |
Common Values
| Value | Count | Frequency (%) |
| Rainy | 3300 | |
| Cloudy | 3300 | |
| Sunny | 3300 | |
| Snowy | 3300 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| rainy | 3300 | |
| cloudy | 3300 | |
| sunny | 3300 | |
| snowy | 3300 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 13200 | |
| y | 13200 | |
| o | 6600 | |
| u | 6600 | |
| S | 6600 | |
| R | 3300 | 4.8% |
| a | 3300 | 4.8% |
| i | 3300 | 4.8% |
| C | 3300 | 4.8% |
| l | 3300 | 4.8% |
| Other values (2) | 6600 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 69300 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 13200 | |
| y | 13200 | |
| o | 6600 | |
| u | 6600 | |
| S | 6600 | |
| R | 3300 | 4.8% |
| a | 3300 | 4.8% |
| i | 3300 | 4.8% |
| C | 3300 | 4.8% |
| l | 3300 | 4.8% |
| Other values (2) | 6600 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 69300 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 13200 | |
| y | 13200 | |
| o | 6600 | |
| u | 6600 | |
| S | 6600 | |
| R | 3300 | 4.8% |
| a | 3300 | 4.8% |
| i | 3300 | 4.8% |
| C | 3300 | 4.8% |
| l | 3300 | 4.8% |
| Other values (2) | 6600 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 69300 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 13200 | |
| y | 13200 | |
| o | 6600 | |
| u | 6600 | |
| S | 6600 | |
| R | 3300 | 4.8% |
| a | 3300 | 4.8% |
| i | 3300 | 4.8% |
| C | 3300 | 4.8% |
| l | 3300 | 4.8% |
| Other values (2) | 6600 |
Interactions
Correlations
| Atmospheric Pressure | CaseId | Cloud Cover | Humidity | Location | Precipitation (%) | Season | Temperature | UV Index | Visibility (km) | Weather Type | Wind Speed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Atmospheric Pressure | 1.000 | 0.000 | 0.388 | -0.378 | 0.175 | -0.448 | 0.288 | 0.543 | 0.473 | 0.449 | 0.464 | -0.228 |
| CaseId | 0.000 | 1.000 | 0.004 | 0.014 | 0.000 | 0.008 | 0.000 | 0.006 | 0.008 | -0.001 | 0.015 | 0.016 |
| Cloud Cover | 0.388 | 0.004 | 1.000 | 0.299 | 0.085 | 0.389 | 0.144 | 0.283 | 0.388 | 0.345 | 0.487 | 0.194 |
| Humidity | -0.378 | 0.014 | 0.299 | 1.000 | 0.076 | 0.643 | 0.138 | -0.271 | -0.372 | -0.537 | 0.398 | 0.407 |
| Location | 0.175 | 0.000 | 0.085 | 0.076 | 1.000 | 0.091 | 0.143 | 0.195 | 0.124 | 0.096 | 0.216 | 0.030 |
| Precipitation (%) | -0.448 | 0.008 | 0.389 | 0.643 | 0.091 | 1.000 | 0.162 | -0.331 | -0.350 | -0.562 | 0.566 | 0.431 |
| Season | 0.288 | 0.000 | 0.144 | 0.138 | 0.143 | 0.162 | 1.000 | 0.306 | 0.216 | 0.176 | 0.344 | 0.055 |
| Temperature | 0.543 | 0.006 | 0.283 | -0.271 | 0.195 | -0.331 | 0.306 | 1.000 | 0.460 | 0.364 | 0.509 | -0.128 |
| UV Index | 0.473 | 0.008 | 0.388 | -0.372 | 0.124 | -0.350 | 0.216 | 0.460 | 1.000 | 0.441 | 0.526 | -0.180 |
| Visibility (km) | 0.449 | -0.001 | 0.345 | -0.537 | 0.096 | -0.562 | 0.176 | 0.364 | 0.441 | 1.000 | 0.451 | -0.362 |
| Weather Type | 0.464 | 0.015 | 0.487 | 0.398 | 0.216 | 0.566 | 0.344 | 0.509 | 0.526 | 0.451 | 1.000 | 0.280 |
| Wind Speed | -0.228 | 0.016 | 0.194 | 0.407 | 0.030 | 0.431 | 0.055 | -0.128 | -0.180 | -0.362 | 0.280 | 1.000 |
Missing values
Sample
| CaseId | Temperature | Humidity | Wind Speed | Precipitation (%) | Cloud Cover | Atmospheric Pressure | UV Index | Season | Visibility (km) | Location | Weather Type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 14 | 73 | 9.5 | 82 | partly cloudy | 1010.82 | 2 | Winter | 3.5 | inland | Rainy |
| 1 | 2 | 39 | 96 | 8.5 | 71 | partly cloudy | 1011.43 | 7 | Spring | 10.0 | inland | Cloudy |
| 2 | 3 | 30 | 64 | 7.0 | 16 | clear | 1018.72 | 5 | Spring | 5.5 | mountain | Sunny |
| 3 | 4 | 38 | 83 | 1.5 | 82 | clear | 1026.25 | 7 | Spring | 1.0 | coastal | Sunny |
| 4 | 5 | 27 | 74 | 17.0 | 66 | overcast | 990.67 | 1 | Winter | 2.5 | mountain | Rainy |
| 5 | 6 | 32 | 55 | 3.5 | 26 | overcast | 1010.03 | 2 | Summer | 5.0 | inland | Cloudy |
| 6 | 7 | -2 | 97 | 8.0 | 86 | overcast | 990.87 | 1 | Winter | 4.0 | inland | Snowy |
| 7 | 8 | 3 | 85 | 6.0 | 96 | partly cloudy | 984.46 | 1 | Winter | 3.5 | inland | Snowy |
| 8 | 9 | 3 | 83 | 6.0 | 66 | overcast | 999.44 | 0 | Winter | 1.0 | mountain | Snowy |
| 9 | 10 | 28 | 74 | 8.5 | 107 | clear | 1012.13 | 8 | Winter | 7.5 | coastal | Sunny |
| CaseId | Temperature | Humidity | Wind Speed | Precipitation (%) | Cloud Cover | Atmospheric Pressure | UV Index | Season | Visibility (km) | Location | Weather Type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 13190 | 13191 | 30 | 24 | 3.5 | 16 | partly cloudy | 1017.54 | 11 | Summer | 6.5 | mountain | Sunny |
| 13191 | 13192 | 27 | 48 | 6.5 | 14 | clear | 1029.37 | 8 | Summer | 8.0 | inland | Sunny |
| 13192 | 13193 | 31 | 24 | 8.0 | 5 | clear | 1029.61 | 8 | Summer | 9.0 | inland | Sunny |
| 13193 | 13194 | -5 | 65 | 15.5 | 50 | overcast | 982.57 | 1 | Winter | 5.0 | inland | Snowy |
| 13194 | 13195 | 29 | 62 | 13.0 | 17 | overcast | 1002.81 | 2 | Spring | 5.0 | coastal | Cloudy |
| 13195 | 13196 | 10 | 74 | 14.5 | 71 | overcast | 1003.15 | 1 | Summer | 1.0 | mountain | Rainy |
| 13196 | 13197 | -1 | 76 | 3.5 | 23 | cloudy | 1067.23 | 1 | Winter | 6.0 | coastal | Snowy |
| 13197 | 13198 | 30 | 77 | 5.5 | 28 | overcast | 1012.69 | 3 | Autumn | 9.0 | coastal | Cloudy |
| 13198 | 13199 | 3 | 76 | 10.0 | 94 | overcast | 984.27 | 0 | Winter | 2.0 | inland | Snowy |
| 13199 | 13200 | -5 | 38 | 0.0 | 92 | overcast | 1015.37 | 5 | Autumn | 10.0 | mountain | Rainy |